Paper Citation Record · LEDGER

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference

As of 19 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2608.03335.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03335 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:50:04.040985Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

35 of 35 outbound references displayed

verified exact3
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b181dd63-6c82-49e8-990b-50b9cb46d5d5 · outbound

This paper cites PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.943607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5468d60f-563f-43f9-a3f7-aeeccec62463 · outbound

This paper cites Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.947151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc45a81-3fb5-4e23-9020-8528057f10a5 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.950908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74291dc3-37cc-4ab5-91aa-4d8a716afad7 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.953950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773b8599-23fe-4044-ba19-4c4a7b9d6a49 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.956794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788cdefd-0f10-471b-b781-cc76670f2e2d · outbound

This paper cites How Sparse Attention Approximates Exact Attention? Your Attention is Naturally $n^C$-Sparse.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference How Sparse Attention Approximates Exact Attention? Your Attention is Naturally $n^C$-Sparse

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.960063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2130302b-c659-4d29-bfc2-118e11d201be · outbound

This paper cites Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.963203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2078dfc-c574-44de-bfdb-7e0cd65c37d2 · outbound

This paper cites SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.966623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdf0583f-2116-4d48-a174-ef554ca7254f · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.542222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 571aff2c-500c-4595-948c-46dc16f5ba1c · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.533709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f6f576f3-5ef7-4c19-b91d-4acba9dfbe93 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.975483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a485c77-41fc-46fd-a732-9357902f67c8 · outbound

This paper cites MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.978556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 337a4cf0-90f0-4e46-9d5a-2c4c637be02a · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.981599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0380e261-edaa-46d6-8086-6632893ec8f6 · outbound

This paper cites FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.984247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 711be0a4-f38e-4953-8f80-39fa32b8988b · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.520267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01fa6d89-f88a-47ff-b50b-7a2e900d864b · outbound

This paper cites SnapKV: LLM Knows What You are Looking for Before Generation.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference SnapKV: LLM Knows What You are Looking for Before Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.989446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506df370-3e2e-4d81-93c8-6ceecac85928 · outbound

This paper cites FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.992044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b5272ea-9f79-49eb-91ff-2642acd883cf · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.511454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a5ae165-70ca-4508-98fc-939c30324f87 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.502937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 35b4e506-56b9-4432-8acf-8d6a519d7a9a · outbound

This paper cites ThunderKittens: Simple, Fast, and Adorable AI Kernels.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference ThunderKittens: Simple, Fast, and Adorable AI Kernels

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:03.999826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a88ea12-93b4-45ee-80fb-f9c72276c3da · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-05T20:50:04.341974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2c7d796-e434-474e-af00-8370125e0622 · outbound

This paper cites FlashMask: Efficient and Rich Mask Extension of FlashAttention.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference FlashMask: Efficient and Rich Mask Extension of FlashAttention

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.005292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0fc979-8c54-4ffb-b5a0-c0de1ed5573a · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Wan: Open and Advanced Large-Scale Video Generative Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.007939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1182e9f7-2b88-4da5-87d4-4d6a7a414ee9 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.010628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb1c392-37b1-432d-936b-09a318b8a644 · outbound

This paper cites Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.013151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592390ad-17c1-4a84-b3cd-cff1366991c3 · outbound

This paper cites DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.015805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecf5e31-5c3d-4d22-8287-14ea50d614e9 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Efficient Streaming Language Models with Attention Sinks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.018412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a6be5d-af81-48cf-b918-239a0419b694 · outbound

This paper cites XAttention: Block Sparse Attention with Antidiagonal Scoring.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.021290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba37427d-f92c-436b-991b-caf9919d90f6 · outbound

This paper cites Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.024042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2354e3e4-f8da-4d4f-bfde-456f6a411a1c · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:50:04.488860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a130e4f-2820-48a8-ae18-aa3d73c92158 · outbound

This paper cites DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.029253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50dd76a3-7115-4d95-9a47-907a31a1b6a1 · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-05T20:50:04.221139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 396cd04e-42ea-43a6-88f4-9642522a924f · outbound

This paper cites an unresolved cited work.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Unresolved cited work

Reference 33

Resolution: verified exact; doi, observed 2026-08-05T20:50:04.146477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bfa6e02-c196-41ba-9936-c2b17ae4184e · outbound

This paper cites Fast Video Generation with Sliding Tile Attention.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference Fast Video Generation with Sliding Tile Attention

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.037796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24e235f-2527-4e90-8633-e5c32b8576d3 · outbound

This paper cites VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness.

SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T20:50:04.040985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.